Plastic material for a dice
maybe the problem is the light bouncing from the floor to the dice.
-try to do it in blender render.
-put the floor in other layer(2).
-select the lamp. 
-click the "this layer only".
-make sure that the dice and the lamp are in the same layer(1).
-select the two layer(1),layer(2).
-then render.......